Abstract is missing.
- Multi-Step Chord Sequence Prediction Based On Aggregated Multi-Scale Encoder-Decoder NetworksTristan Carsault, Andrew Mcleod, Philippe Esling, Jérôme Nika, Eita Nakamura, Kazuyoshi Yoshii. 1-6 [doi]
- Mental Workload Classification From Spatial Representation of FNIRS Recordings Using Convolutional Neural NetworksMarjan Saadati, Jill K. Nelson, Hasan Ayaz. 1-6 [doi]
- A Cascading Bandit Approach To Efficient Mobility Management In Ultra-Dense NetworksChao Wang, Ruida Zhou, Jing Yang 0002, Cong Shen. 1-6 [doi]
- Extended Variational Inference for Propagating Uncertainty in Convolutional Neural NetworksDimah Dera, Ghulam Rasool, Nidhal Bouaynaya. 1-6 [doi]
- Asymptotics of Maximum Likelihood Parameter Estimates For Gaussian Processes: The Ornstein-Uhlenbeck PriorToni Karvonen, Filip Tronarp, Simo Särkkä. 1-6 [doi]
- Recognition Of Atypical Behavior In Autism Diagnosis From Video Using Pose Estimation Over TimeKathan Vyas, Rui Ma, Behnaz Rezaei, Shuangjun Liu, Michael Neubauer 0004, Thomas Ploetz, Ronald Oberleitner, Sarah Ostadabbas. 1-6 [doi]
- Generative Models For Low-Rank Video Representation And Reconstruction From Compressive MeasurementsRakib Hyder, M. Salman Asif. 1-6 [doi]
- Collaborative Learning Through Shared Collective Knowledge and Local ExpertiseJavad Mohammadi, Soheil Kolouri. 1-6 [doi]
- Hilbert-Space Reduced-Rank Methods For Deep Gaussian ProcessesMuhammad F. Emzir, Sari Lasanen, Zenith Purisha, Simo Särkkä. 1-6 [doi]
- Interpretable Online Banking Fraud Detection Based On Hierarchical Attention MechanismIdan Achituve, Sarit Kraus, Jacob Goldberger. 1-6 [doi]
- Information-Preserving Networks And The Mirrored TransformPalmieri A. N. Francesco, Mario Baldi, Giovanni Di Gennaro, Amedeo Buonanno. 1-6 [doi]
- Collaborative Inference Of Missing Smart Electric Meter Data For A BuildingNan Duan, Jose Cadena, Pedro Sotorrio, Jhi-Young Joo. 1-6 [doi]
- Deep Bayesian Unsupervised Source Separation Based On A Complex Gaussian Mixture ModelYoshiaki Bando, Yoko Sasaki, Kazuyoshi Yoshii. 1-6 [doi]
- Single-Pixel Camera Sensing Matrix Design for Hierarchical Compressed Spectral ClusteringCarlos Hinojosa, Jorge Bacca, Edwin Vargas, Sergio Castillo, Henry Arguello. 1-6 [doi]
- Robust Hybrid Beamforming With Quantized Deep Neural NetworksAhmet M. Elbir, Kumar Vijay Mishra. 1-6 [doi]
- Deep Clustering Based On A Mixture Of AutoencodersShlomo E. Chazan, Sharon Gannot, Jacob Goldberger. 1-6 [doi]
- Incremental Dictionary Learning For Adaptive Classification And Reconstruction Of Facial ImageryMahmood R. Azimi-Sadjadi, Christopher Robbiano, Yinghui Zhao, John J. Hall. 1-6 [doi]
- Dynamic System Identification For Guidance Of Stimulation Parameters In Haptic Simulation EnvironmentsAndac Demir, Safaa Eldeeb, Murat Akçakaya, Deniz Erdogmus. 1-6 [doi]
- Deep Learning For Mri Reconstruction Using A Novel Projection Based Cascaded NetworkDeniz Kocanaogullari, Ender Mete Eksioglu. 1-6 [doi]
- Combining Deep Neural Networks and Beamforming for Real-Time Multi-Channel Speech Enhancement using a Wireless Acoustic Sensor NetworkEnea Ceolini, Shih-Chii Liu. 1-6 [doi]
- Center-Assisted Personal Gait Authentication Using Orientation Adversarial Feature ExtractionYun-Lin Tsai, Y.-W. Peter Hong. 1-6 [doi]
- AH-CoLT: an AI-Human Co-Labeling Toolbox to Augment Efficient Groundtruth GenerationXiaofei Huang, Behnaz Rezaei, Sarah Ostadabbas. 1-6 [doi]
- A Spatiotemporal Deep Learning Solution For Automatic Micro-Expressions Recognition From Local Facial RegionsMouath Aouayeb, Wassim Hamidouche, Kidiyo Kpalma, Amel Benazza-Benyahia. 1-6 [doi]
- Compressive Classification from Single Pixel Measurements Via Deep LearningJorge Bacca, Claudia V. Correa P., Edwin Vargas, Sergio Castillo, Henry Arguello. 1-6 [doi]
- Analyzing Transfer Learning Methods For UXO Classification In Varying Shallow Water EnvironmentsNathan Larson, Jack Hall, Mahmood R. Azimi-Sadjadi. 1-6 [doi]
- Unknown Signal Detection In Linear Dynamical System NoiseGabriel Ford, Timothy Hu, Donald J. Bucci, Benjamin Foster. 1-6 [doi]
- Robust Importance-Weighted Cross-Validation Under Sample Selection BiasWouter M. Kouw, Jesse H. Krijthe, Marco Loog. 1-6 [doi]
- Scalable Community Detection In The Heterogeneous Stochastic Block ModelAndre Beckus, George K. Atia. 1-6 [doi]
- A Deep Network for Single-Snapshot Direction of Arrival EstimationEmma Ozanich, Peter Gerstoft, Haiqiang Niu. 1-6 [doi]
- Insights Into The Behaviour Of Multi-Task Deep Neural Networks For Medical Image SegmentationLukasz T. Bienias, Juanjo R. Guillamón, Line H. Nielsen, Tommy S. Alstrøm. 1-6 [doi]
- Visualizing High Dimensional Dynamical ProcessesAndrés F. Duque, Guy Wolf, Kevin R. Moon. 1-6 [doi]
- The Friendship Paradox: Implications In Statistical Inference Of Social NetworksBuddhika Nettasinghe, Vikram Krishnamurthy. 1-6 [doi]
- High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and EvaluationJussi Taipalmaa, Nikolaos Passalis, Honglei Zhang, Moncef Gabbouj, Jenni Raitoharju. 1-6 [doi]
- Robust Bayesian Transfer Learning Between Kalman FiltersMilan Papez, Anthony Quinn. 1-6 [doi]
- Generic Bounds On The Maximum Deviations In Sequential Prediction: An Information-Theoretic AnalysisSong Fang, Quanyan Zhu. 1-6 [doi]
- On Sparse Complex Gaussian Graphical Model SelectionJitendra K. Tugnait. 1-6 [doi]
- Finding Low-Dimensional Dynamical Structure Through Variational Auto-Encoding Dynamic Mode DecompositionShin Murata, Yuma Koizumi, Noboru Harada. 1-6 [doi]
- Low-Resource Language Identification From Speech Using Transfer LearningKexin Feng, Theodora Chaspari. 1-6 [doi]
- Authnet: Biometric Authentication Through Adversarial LearningArslan Ali, Matteo Testa, Tiziano Bianchi, Enrico Magli. 1-6 [doi]
- Block-Term Tensor Decomposition Via Constrained Matrix FactorizationXiao Fu 0001, Kejun Huang. 1-6 [doi]
- Audio-Visual Fusion And Conditioning With Neural Networks For Event RecognitionMathilde Brousmiche, Jean Rouat, Stéphane Dupont. 1-6 [doi]
- A Bayesian Generative Model With Gaussian Process Priors For Thermomechanical Analysis Of Micro-ResonatorsMaximillian F. Vording, Peter O. Okeyo, Juan J. R. Guillamón, Peter E. Larsen, Mikkel N. Schmidt, Tommy S. Alstrøm. 1-6 [doi]
- A Weighted Ordered Probit Collaborative Kalman Filter For Hotel Rating PredictionMyrsini Ntemi, Constantine Kotropoulos, Emmanouil Gionanidis. 1-5 [doi]
- A New Approach To Online Regression Based On Maximum Correntropy CriterionSajjad Bahrami, Ertem Tuncel. 1-6 [doi]
- Self-Supervised Representation Learning from Electroencephalography SignalsHubert J. Banville, Graeme Moffat, Isabela Albuquerque, Denis-Alexander Engemann, Aapo Hyvärinen, Alexandre Gramfort. 1-6 [doi]
- Efficient Pre-Designed Convolutional Front-End for Deep LearningHamza Baali, Abdesselam Bouzerdoum. 1-5 [doi]
- Preventing Poisoning Attacks On AI Based Threat Intelligence SystemsNitika Khurana, Sudip Mittal, Aritran Piplai, Anupam Joshi. 1-6 [doi]
- Accelerating Nonnegative Matrix Factorization Over Polynomial Signals With Faster ProjectionsCécile Hautecoeur, François Glineur. 1-6 [doi]
- Online Learning For Indoor Asset DetectionAdith Balamurugan, Avideh Zakhor. 1-6 [doi]
- Soft Dropout And Its Variational Bayes ApproximationJiyang Xie, Zhanyu Ma, Guoqiang Zhang, Jing-Hao Xue, Zheng-Hua Tan, Jun Guo 0002. 1-6 [doi]
- A Benchmark Study Of Backdoor Data Poisoning Defenses For Deep Neural Network Classifiers And A Novel DefenseZhen Xiang, David J. Miller 0001, George Kesidis. 1-6 [doi]
- Minimax Active Learning Via Minimal Model CapacityShachar Shayovitz, Meir Feder. 1-6 [doi]
- Efficient Parameter Estimation For Semi-Continuous Data: An Application To Independent Component AnalysisSai K. Popuri, Zois Boukouvalas. 1-6 [doi]
- Joint Multi-Layer GAN-Based Design of Tensorial RF MetasurfacesJohn A. Hodge, Kumar Vijay Mishra, Amir. I. Zaghloul. 1-6 [doi]
- Low-Dimensional Decomposition of Manifolds in Presence of OutliersMahlagha Sedghi, George K. Atia, Michael Georgiopoulos. 1-6 [doi]
- ON Convergence of Projected Gradient Descent for Minimizing a Large-Scale Quadratic Over the Unit SphereTrung Vu, Raviv Raich, Xiao Fu. 1-6 [doi]
- MIMO Channel Estimation with Non-Ideal ADCS: Deep Learning Versus GAMPMarcos Yuichi Takeda, Aldebaro Klautau, Amine Mezghani, Robert W. Heath Jr.. 1-6 [doi]
- Bayesian Intent Prediction for Fast Maneuvering Objects using Variable Rate Particle FiltersRunze Gan, Jiaming Liang, Bashar I. Ahmad, Simon J. Godsill. 1-6 [doi]
- A Machine Learning Approach for Classifying Faults in Microgrids using Wavelet DecompositionAya Khalaf, Hashim A. Al Hassan, Adam Emes, Murat Akçakaya, Brandon M. Grainger. 1-6 [doi]
- EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural NetworksMojtaba Taherisadr, Mohsen Joneidi, Nazanin Rahnavard. 1-6 [doi]
- Strength Adjusted Multilayer Spectral ClusteringAbdullah Karaaslanli, Selin Aviyente. 1-6 [doi]
- EEG-Based Texture Classification During Active TouchSafaa Eldeeb, Jordyn Ting, Deniz Erdogmus, Douglas J. Weber, Murat Akçakaya. 1-6 [doi]
- Improving Neural Non-Maximum Suppression for Object Detection by Exploiting Interest-Point DetectorsCharalampos Symeonidis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas. 1-6 [doi]
- Kalman Filter Changepoint Detection and Trend CharacterizationScott Kuzdeba, Brandon Hombs, Jeremy D. Greenlee, Frank H. Guenther. 1-6 [doi]
- Protein Tracking By CNN-Based Candidate Pruning And Two-Step Linking With Bayesian NetworkMariia Dmitrieva, Helen L. Zenner, Jennifer Richens, Daniel St Johnston, Jens Rittscher. 1-6 [doi]
- Voice Anonymization in Urban Sound RecordingsAlice Cohen-Hadria, Mark Cartwright, Brian McFee, Juan Pablo Bello. 1-6 [doi]
- Randnet: Deep Learning with Compressed Measurements of ImagesThomas Chang, Bahareh Tolooshams, Demba E. Ba. 1-6 [doi]
- Basis Learning Autoencoders for Hybrid Collaborative Filtering in Cold Start SettingKiwon Lee, Hyeonsoo Jo, Hyoji Kim, Yong H. Lee. 1-6 [doi]
- Wave Physics Informed Dictionary Learning In One DimensionHarsha Vardhan Tetali, K. Supreet Alguri, Joel B. Harley. 1-6 [doi]
- Rl-Ncs: Reinforcement Learning Based Data-Driven Approach For Nonuniform Compressed SensingNazmul Karim, Alireza Zaeemzadeh, Nazanin Rahnavard. 1-6 [doi]
- Privacy-Aware Distributed Graph-Based Semi-Supervised LearningBasak Güler, Amir Salman Avestimehr, Antonio Ortega. 1-6 [doi]
- On Convergence Rate of Adaptive Multiscale Value Function Approximation for Reinforcement LearningTao Li, Quanyan Zhu. 1-6 [doi]
- Optimal Mobile Relay Beamforming Via Reinforcement LearningKonstantinos I. Diamantaras, Athina P. Petropulu. 1-6 [doi]
- Online Anomaly Detection in Multivariate SettingsMahsa Mozaffari, Yasin Yilmaz. 1-6 [doi]
- Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social MediaChristina Tzogka, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas. 1-6 [doi]
- Vae/Wgan-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial ImagesHiroki Kawai, Jiawei Chen, Prakash Ishwar, Janusz Konrad. 1-6 [doi]
- Towards Ethical Content-Based Detection Of Online Influence CampaignsEvan Crothers, Nathalie Japkowicz, Herna L. Viktor. 1-6 [doi]
- Quantized Variational Bayesian Joint Channel Estimation and Data Detection for Uplink Massive MIMO Systems with Low resolution ADCSSai Subramanyam Thoota, Chandra R. Murthy, Ramesh Annavajjala. 1-6 [doi]
- Learning Warm-Start Points For Ac Optimal Power FlowKyri Baker. 1-6 [doi]
- A Generative Machine Learning Approach to RFI Mitigation for Radio AstronomyEtienne E. Vos, Francois P. S. Luus, Chris J. Finlay, Bruce A. Bassett. 1-6 [doi]
- A Multimodal Dense U-Net For Accelerating Multiple Sclerosis MRIAntonio Falvo, Danilo Comminiello, Simone Scardapane, Michele Scarpiniti, Aurelio Uncini. 1-6 [doi]
- Distributed Multi-View Subspace Clustering via Auto-Weighted Spectral EmbeddingPei-Che Chang, Cheng-Yuan Cheng, Y.-W. Peter Hong. 1-6 [doi]
- End-To-End Detection Of Attacks To Automatic Speaker Recognizers With Time-Attentive Light Convolutional Neural NetworksJoão Monteiro, Md. Jahangir Alam, Tiago H. Falk. 1-6 [doi]
- Deep Convolutional Compression For Massive MIMO CSI FeedbackQianqian Yang 0002, Mahdi Boloursaz Mashhadi, Deniz Gündüz. 1-6 [doi]
- Incorporating Intra-Spectral Dependencies with a Recurrent Output Layer for Improved Speech EnhancementKhandokar Md. Nayem, Donald S. Williamson. 1-6 [doi]
- Multi-Level Mean-Shift Clustering for Single-Channel Radio Frequency Signal SeparationYi Zhou, Yi Feng, Vahid Tarokh, Vadas Gintautas, Jessee McClelland, Denis Garagic. 1-6 [doi]
- Interference Characterization in Wireless Networks: A Determinantal Learning ApproachChiranjib Saha, Harpreet S. Dhillon. 1-6 [doi]
- Large-Scale Sparse Subspace Clustering Using LandmarksFarhad Pourkamali Anaraki. 1-6 [doi]
- Regularized State Estimation And Parameter Learning Via Augmented Lagrangian Kalman Smoother MethodRui Gao, Filip Tronarp, Zheng Zhao, Simo Särkkä. 1-6 [doi]
- DEEP Reinforcement Learning Based Energy Beamforming for Powering Sensor NetworksAyça Özçelikkale, Mehmet Köseoglu 0001, Mani B. Srivastava, Anders Ahlén. 1-6 [doi]
- Optimal Pricing In Black Box Producer-Consumer Stackelberg Games Using Revealed Preference FeedbackAnup Aprem, Stephen J. Roberts. 1-6 [doi]
- Hacd: Hierarchical Agglomerative Community Detection In Social NetworksEkta Gujral, Evangelos E. Papalexakis, Georgios Theocharous, Anup Rao. 1-6 [doi]
- Incremental Label Propagation on Facial ImagesEfstratios Kakaletsis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas. 1-6 [doi]
- Efficient Capon-Based Approach Exploiting Temporal Windowing for Electric Network Frequency EstimationGeorge Karantaidis, Constantine Kotropoulos. 1-6 [doi]
- A Neural Network Model of Spatial Distortion Sensitivity for Video Quality EstimationSören Becker, Klaus-Robert Müller, Thomas Wiegand, Sebastian Bosse. 1-6 [doi]
- Unsupervised Drift Compensation based on Information Theory for Single-Molecule SensorsMohamed Ouqamra, Delphine Bouilly. 1-6 [doi]
- Rejection-Sampling-Based Ancestor Sampling for Particle GibbsRoland Hostettler, Simo Särkkä. 1-6 [doi]
- Automatic Screening Of Children With Speech Sound Disorders Using Paralinguistic FeaturesMostafa Ali Shahin, Beena Ahmed, Daniel V. Smith, Andreas Duenser, Julien Epps. 1-5 [doi]